Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 27502 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 29 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 64.0 B |
Variable types
| NUM | 8 |
|---|
| Dataset has 29 (0.1%) duplicate rows | Duplicates |
DayLength(s) is highly correlated with DayofYear | High correlation |
DayofYear is highly correlated with DayLength(s) | High correlation |
Speed has 403 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2020-09-19 22:12:16.273481 |
|---|---|
| Analysis finished | 2020-09-19 22:12:35.955045 |
| Duration | 19.68 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Radiation
Real number (ℝ≥0)
| Distinct | 10894 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.9496975 |
|---|---|
| Minimum | 1.11 |
| Maximum | 883.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 1.11 |
|---|---|
| 5-th percentile | 1.19 |
| Q1 | 1.22 |
| median | 1.47 |
| Q3 | 219.9425 |
| 95-th percentile | 756.716 |
| Maximum | 883.66 |
| Range | 882.55 |
| Interquartile range (IQR) | 218.7225 |
Descriptive statistics
| Standard deviation | 249.1978092 |
|---|---|
| Coefficient of variation (CV) | 1.673033336 |
| Kurtosis | 1.196441045 |
| Mean | 148.9496975 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 1.590172796 |
| Sum | 4096414.58 |
| Variance | 62099.54812 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.22 | 2140 | 7.8% | |
| 1.23 | 1991 | 7.2% | |
| 1.21 | 1906 | 6.9% | |
| 1.24 | 1609 | 5.9% | |
| 1.2 | 1460 | 5.3% | |
| 1.25 | 1089 | 4.0% | |
| 1.19 | 905 | 3.3% | |
| 1.26 | 683 | 2.5% | |
| 1.18 | 437 | 1.6% | |
| 1.27 | 415 | 1.5% | |
| Other values (10884) | 14867 | 54.1% |
| Value | Count | Frequency (%) | |
| 1.11 | 1 | < 0.1% | |
| 1.13 | 4 | < 0.1% | |
| 1.14 | 4 | < 0.1% | |
| 1.15 | 34 | 0.1% | |
| 1.16 | 73 | 0.3% |
| Value | Count | Frequency (%) | |
| 883.66 | 1 | < 0.1% | |
| 883.59 | 1 | < 0.1% | |
| 883.45 | 1 | < 0.1% | |
| 883.43 | 1 | < 0.1% | |
| 883.37 | 1 | < 0.1% |
Temperature
Real number (ℝ≥0)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.47796524 |
|---|---|
| Minimum | 36 |
| Maximum | 68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 46 |
| median | 49 |
| Q3 | 54 |
| 95-th percentile | 61 |
| Maximum | 68 |
| Range | 32 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.476834358 |
|---|---|
| Coefficient of variation (CV) | 0.1084995073 |
| Kurtosis | -0.1143470163 |
| Mean | 50.47796524 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.6338528336 |
| Sum | 1388245 |
| Variance | 29.99571459 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) | |
| 45 | 2659 | 9.7% | |
| 48 | 2483 | 9.0% | |
| 47 | 2335 | 8.5% | |
| 46 | 2039 | 7.4% | |
| 50 | 1950 | 7.1% | |
| 49 | 1849 | 6.7% | |
| 51 | 1770 | 6.4% | |
| 52 | 1410 | 5.1% | |
| 44 | 1172 | 4.3% | |
| 53 | 1159 | 4.2% | |
| Other values (23) | 8676 | 31.5% |
| Value | Count | Frequency (%) | |
| 36 | 15 | 0.1% | |
| 37 | 38 | 0.1% | |
| 38 | 24 | 0.1% | |
| 39 | 37 | 0.1% | |
| 40 | 153 | 0.6% |
| Value | Count | Frequency (%) | |
| 68 | 31 | 0.1% | |
| 67 | 35 | 0.1% | |
| 66 | 75 | 0.3% | |
| 65 | 116 | 0.4% | |
| 64 | 190 | 0.7% |
Pressure
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.43094829 |
|---|---|
| Minimum | 30.31 |
| Maximum | 30.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 30.31 |
|---|---|
| 5-th percentile | 30.35 |
| Q1 | 30.41 |
| median | 30.43 |
| Q3 | 30.46 |
| 95-th percentile | 30.49 |
| Maximum | 30.55 |
| Range | 0.24 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.04165413148 |
|---|---|
| Coefficient of variation (CV) | 0.001368808197 |
| Kurtosis | 0.4104691043 |
| Mean | 30.43094829 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | -0.4887204442 |
| Sum | 836911.94 |
| Variance | 0.001735066669 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) | |
| 30.44 | 2941 | 10.7% | |
| 30.43 | 2826 | 10.3% | |
| 30.45 | 2707 | 9.8% | |
| 30.42 | 2538 | 9.2% | |
| 30.46 | 2427 | 8.8% | |
| 30.41 | 2056 | 7.5% | |
| 30.47 | 1953 | 7.1% | |
| 30.4 | 1779 | 6.5% | |
| 30.48 | 1433 | 5.2% | |
| 30.39 | 1347 | 4.9% | |
| Other values (15) | 5495 | 20.0% |
| Value | Count | Frequency (%) | |
| 30.31 | 277 | 1.0% | |
| 30.32 | 292 | 1.1% | |
| 30.33 | 253 | 0.9% | |
| 30.34 | 402 | 1.5% | |
| 30.35 | 291 | 1.1% |
| Value | Count | Frequency (%) | |
| 30.55 | 31 | 0.1% | |
| 30.54 | 75 | 0.3% | |
| 30.53 | 55 | 0.2% | |
| 30.52 | 159 | 0.6% | |
| 30.51 | 260 | 0.9% |
Humidity
Real number (ℝ≥0)
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.83913897 |
|---|---|
| Minimum | 8 |
| Maximum | 103 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 57 |
| median | 87 |
| Q3 | 98 |
| 95-th percentile | 102 |
| Maximum | 103 |
| Range | 95 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 26.17651351 |
|---|---|
| Coefficient of variation (CV) | 0.345158369 |
| Kurtosis | -0.7036660498 |
| Mean | 75.83913897 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.8270219108 |
| Sum | 2085728 |
| Variance | 685.2098597 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 102 | 1964 | 7.1% | |
| 101 | 1895 | 6.9% | |
| 93 | 1491 | 5.4% | |
| 100 | 1402 | 5.1% | |
| 99 | 1111 | 4.0% | |
| 98 | 855 | 3.1% | |
| 97 | 725 | 2.6% | |
| 96 | 651 | 2.4% | |
| 95 | 635 | 2.3% | |
| 94 | 507 | 1.8% | |
| Other values (84) | 16266 | 59.1% |
| Value | Count | Frequency (%) | |
| 8 | 1 | < 0.1% | |
| 11 | 4 | < 0.1% | |
| 12 | 11 | < 0.1% | |
| 13 | 33 | 0.1% | |
| 14 | 36 | 0.1% |
| Value | Count | Frequency (%) | |
| 103 | 93 | 0.3% | |
| 102 | 1964 | 7.1% | |
| 101 | 1895 | 6.9% | |
| 100 | 1402 | 5.1% | |
| 99 | 1111 | 4.0% |
WindDirection(Degrees)
Real number (ℝ≥0)
| Distinct | 15152 |
|---|---|
| Distinct (%) | 55.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.4715181 |
|---|---|
| Minimum | 0.09 |
| Maximum | 324.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 18.721 |
| Q1 | 84.5 |
| median | 143.88 |
| Q3 | 172.86 |
| 95-th percentile | 236.887 |
| Maximum | 324.93 |
| Range | 324.84 |
| Interquartile range (IQR) | 88.36 |
Descriptive statistics
| Standard deviation | 66.00487201 |
|---|---|
| Coefficient of variation (CV) | 0.4982570817 |
| Kurtosis | 0.1717425168 |
| Mean | 132.4715181 |
| Median Absolute Deviation (MAD) | 36.77 |
| Skewness | 0.110164165 |
| Sum | 3643231.69 |
| Variance | 4356.643129 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.11 | 63 | 0.2% | |
| 0.1 | 38 | 0.1% | |
| 85.39 | 25 | 0.1% | |
| 0.12 | 20 | 0.1% | |
| 25.99 | 16 | 0.1% | |
| 191.13 | 14 | 0.1% | |
| 85.4 | 12 | < 0.1% | |
| 153.25 | 12 | < 0.1% | |
| 178.25 | 12 | < 0.1% | |
| 183.01 | 11 | < 0.1% | |
| Other values (15142) | 27279 | 99.2% |
| Value | Count | Frequency (%) | |
| 0.09 | 2 | < 0.1% | |
| 0.1 | 38 | 0.1% | |
| 0.11 | 63 | 0.2% | |
| 0.12 | 20 | 0.1% | |
| 0.13 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 324.93 | 1 | < 0.1% | |
| 324.88 | 2 | < 0.1% | |
| 324.87 | 2 | < 0.1% | |
| 324.85 | 1 | < 0.1% | |
| 324.71 | 1 | < 0.1% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.017859792 |
|---|---|
| Minimum | 0 |
| Maximum | 14.62 |
| Zeros | 403 |
| Zeros (%) | 1.5% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.12 |
| Q1 | 3.37 |
| median | 5.62 |
| Q3 | 7.87 |
| 95-th percentile | 11.25 |
| Maximum | 14.62 |
| Range | 14.62 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 2.996703486 |
|---|---|
| Coefficient of variation (CV) | 0.4979683125 |
| Kurtosis | -0.1790622997 |
| Mean | 6.017859792 |
| Median Absolute Deviation (MAD) | 2.25 |
| Skewness | 0.4021007752 |
| Sum | 165503.18 |
| Variance | 8.980231782 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 5.62 | 3959 | 14.4% | |
| 4.5 | 3861 | 14.0% | |
| 6.75 | 3724 | 13.5% | |
| 3.37 | 3355 | 12.2% | |
| 7.87 | 3060 | 11.1% | |
| 2.25 | 2369 | 8.6% | |
| 9 | 2139 | 7.8% | |
| 10.12 | 1450 | 5.3% | |
| 1.12 | 1164 | 4.2% | |
| 11.25 | 902 | 3.3% | |
| Other values (4) | 1519 | 5.5% |
| Value | Count | Frequency (%) | |
| 0 | 403 | 1.5% | |
| 1.12 | 1164 | 4.2% | |
| 2.25 | 2369 | 8.6% | |
| 3.37 | 3355 | 12.2% | |
| 4.5 | 3861 | 14.0% |
| Value | Count | Frequency (%) | |
| 14.62 | 191 | 0.7% | |
| 13.5 | 365 | 1.3% | |
| 12.37 | 560 | 2.0% | |
| 11.25 | 902 | 3.3% | |
| 10.12 | 1450 | 5.3% |
| Distinct | 119 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 304.928987 |
|---|---|
| Minimum | 245 |
| Maximum | 366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 245 |
|---|---|
| 5-th percentile | 251 |
| Q1 | 277 |
| median | 305 |
| Q3 | 331 |
| 95-th percentile | 360 |
| Maximum | 366 |
| Range | 121 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 33.90880953 |
|---|---|
| Coefficient of variation (CV) | 0.1112023159 |
| Kurtosis | -1.064740558 |
| Mean | 304.928987 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.04794382677 |
| Sum | 8386157 |
| Variance | 1149.807364 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 356 | 284 | 1.0% | |
| 337 | 284 | 1.0% | |
| 329 | 283 | 1.0% | |
| 359 | 282 | 1.0% | |
| 303 | 281 | 1.0% | |
| 327 | 279 | 1.0% | |
| 328 | 278 | 1.0% | |
| 334 | 277 | 1.0% | |
| 357 | 277 | 1.0% | |
| 363 | 277 | 1.0% | |
| Other values (109) | 24700 | 89.8% |
| Value | Count | Frequency (%) | |
| 245 | 100 | 0.4% | |
| 246 | 215 | 0.8% | |
| 247 | 253 | 0.9% | |
| 248 | 263 | 1.0% | |
| 249 | 236 | 0.9% |
| Value | Count | Frequency (%) | |
| 366 | 148 | 0.5% | |
| 365 | 136 | 0.5% | |
| 364 | 273 | 1.0% | |
| 363 | 277 | 1.0% | |
| 362 | 266 | 1.0% |
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41495.97557 |
|---|---|
| Minimum | 39360 |
| Maximum | 45060 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 214.9 KiB |
Quantile statistics
| Minimum | 39360 |
|---|---|
| 5-th percentile | 39360 |
| Q1 | 39840 |
| median | 41160 |
| Q3 | 42900 |
| 95-th percentile | 44760 |
| Maximum | 45060 |
| Range | 5700 |
| Interquartile range (IQR) | 3060 |
Descriptive statistics
| Standard deviation | 1774.647417 |
|---|---|
| Coefficient of variation (CV) | 0.04276673564 |
| Kurtosis | -1.109184696 |
| Mean | 41495.97557 |
| Median Absolute Deviation (MAD) | 1500 |
| Skewness | 0.4303165498 |
| Sum | 1141222320 |
| Variance | 3149373.455 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 39360 | 2996 | 10.9% | |
| 39420 | 1362 | 5.0% | |
| 39600 | 571 | 2.1% | |
| 39900 | 551 | 2.0% | |
| 40020 | 549 | 2.0% | |
| 40320 | 546 | 2.0% | |
| 41160 | 543 | 2.0% | |
| 40080 | 542 | 2.0% | |
| 42840 | 536 | 1.9% | |
| 41340 | 532 | 1.9% | |
| Other values (65) | 18774 | 68.3% |
| Value | Count | Frequency (%) | |
| 39360 | 2996 | 10.9% | |
| 39420 | 1362 | 5.0% | |
| 39480 | 235 | 0.9% | |
| 39540 | 290 | 1.1% | |
| 39600 | 571 | 2.1% |
| Value | Count | Frequency (%) | |
| 45060 | 202 | 0.7% | |
| 45000 | 221 | 0.8% | |
| 44880 | 261 | 0.9% | |
| 44820 | 469 | 1.7% | |
| 44760 | 230 | 0.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Radiation | Temperature | Pressure | Humidity | WindDirection(Degrees) | Speed | DayofYear | DayLength(s) | |
|---|---|---|---|---|---|---|---|---|
| 0 | 1.21 | 48 | 30.46 | 59 | 177.39 | 5.62 | 274 | 43200 |
| 1 | 1.21 | 48 | 30.46 | 58 | 176.78 | 3.37 | 274 | 43200 |
| 2 | 1.23 | 48 | 30.46 | 57 | 158.75 | 3.37 | 274 | 43200 |
| 3 | 1.21 | 48 | 30.46 | 60 | 137.71 | 3.37 | 274 | 43200 |
| 4 | 1.17 | 48 | 30.46 | 62 | 104.95 | 5.62 | 274 | 43200 |
| 5 | 1.21 | 48 | 30.46 | 64 | 120.20 | 5.62 | 274 | 43200 |
| 6 | 1.20 | 49 | 30.46 | 72 | 112.45 | 6.75 | 274 | 43200 |
| 7 | 1.24 | 49 | 30.46 | 71 | 122.97 | 5.62 | 274 | 43200 |
| 8 | 1.23 | 49 | 30.46 | 80 | 101.18 | 4.50 | 274 | 43200 |
| 9 | 1.21 | 49 | 30.46 | 85 | 141.87 | 4.50 | 274 | 43200 |
Last rows
| Radiation | Temperature | Pressure | Humidity | WindDirection(Degrees) | Speed | DayofYear | DayLength(s) | |
|---|---|---|---|---|---|---|---|---|
| 27492 | 1.20 | 43 | 30.42 | 101 | 150.62 | 6.75 | 336 | 39660 |
| 27493 | 1.19 | 43 | 30.42 | 101 | 178.46 | 5.62 | 336 | 39660 |
| 27494 | 1.19 | 44 | 30.42 | 101 | 148.63 | 3.37 | 336 | 39660 |
| 27495 | 1.21 | 44 | 30.42 | 101 | 101.27 | 10.12 | 336 | 39660 |
| 27496 | 1.18 | 44 | 30.42 | 102 | 121.02 | 4.50 | 336 | 39660 |
| 27497 | 1.22 | 44 | 30.43 | 102 | 145.42 | 6.75 | 336 | 39660 |
| 27498 | 1.17 | 44 | 30.42 | 102 | 117.78 | 6.75 | 336 | 39660 |
| 27499 | 1.20 | 44 | 30.42 | 102 | 145.19 | 9.00 | 336 | 39660 |
| 27500 | 1.23 | 44 | 30.42 | 101 | 164.19 | 7.87 | 336 | 39660 |
| 27501 | 1.20 | 44 | 30.43 | 101 | 83.59 | 3.37 | 336 | 39660 |
Most frequent
| Radiation | Temperature | Pressure | Humidity | WindDirection(Degrees) | Speed | DayofYear | DayLength(s) | count | |
|---|---|---|---|---|---|---|---|---|---|
| 15 | 1.28 | 49 | 30.41 | 102 | 85.39 | 0.00 | 346 | 39420 | 4 |
| 0 | 1.21 | 41 | 30.32 | 89 | 188.96 | 5.62 | 365 | 39420 | 3 |
| 2 | 1.22 | 45 | 30.32 | 93 | 211.82 | 1.12 | 339 | 39660 | 3 |
| 1 | 1.21 | 47 | 30.44 | 90 | 166.76 | 1.12 | 280 | 42720 | 2 |
| 3 | 1.23 | 45 | 30.31 | 102 | 162.87 | 2.25 | 365 | 39420 | 2 |
| 4 | 1.23 | 45 | 30.35 | 93 | 238.13 | 2.25 | 340 | 39600 | 2 |
| 5 | 1.23 | 45 | 30.36 | 93 | 188.38 | 1.12 | 340 | 39600 | 2 |
| 6 | 1.23 | 48 | 30.43 | 99 | 208.97 | 4.50 | 259 | 44160 | 2 |
| 7 | 1.23 | 49 | 30.44 | 96 | 283.21 | 2.25 | 259 | 44160 | 2 |
| 8 | 1.23 | 50 | 30.45 | 98 | 179.17 | 3.37 | 268 | 43500 | 2 |